Emerging Technologies in Data Mining and Information Security: Proceedings of IEMIS 2020, Volume 1 PDF
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Advances in Intelligent Systems and Computing 1286 Aboul Ella Hassanien Siddhartha Bhattacharyya Satyajit Chakrabati Abhishek Bhattacharya Soumi Dutta Editors Emerging Technologies in Data Mining and Information Security Proceedings of IEMIS 2020, Volume 1 Advances in Intelligent Systems and Computing Volume 1286 SeriesEditor JanuszKacprzyk,SystemsResearchInstitute,PolishAcademyofSciences, Warsaw,Poland AdvisoryEditors NikhilR.Pal,IndianStatisticalInstitute,Kolkata,India RafaelBelloPerez,FacultyofMathematics,PhysicsandComputing, UniversidadCentraldeLasVillas,SantaClara,Cuba EmilioS.Corchado,UniversityofSalamanca,Salamanca,Spain HaniHagras,SchoolofComputerScienceandElectronicEngineering, UniversityofEssex,Colchester,UK LászlóT.Kóczy,DepartmentofAutomation,SzéchenyiIstvánUniversity, Gyor,Hungary VladikKreinovich,DepartmentofComputerScience,UniversityofTexas atElPaso,ElPaso,TX,USA Chin-TengLin,DepartmentofElectricalEngineering,NationalChiao TungUniversity,Hsinchu,Taiwan JieLu,FacultyofEngineeringandInformationTechnology, UniversityofTechnologySydney,Sydney,NSW,Australia PatriciaMelin,GraduateProgramofComputerScience,TijuanaInstitute ofTechnology,Tijuana,Mexico NadiaNedjah,DepartmentofElectronicsEngineering,UniversityofRiodeJaneiro, RiodeJaneiro,Brazil NgocThanhNguyen ,FacultyofComputerScienceandManagement, WrocławUniversityofTechnology,Wrocław,Poland JunWang,DepartmentofMechanicalandAutomationEngineering, TheChineseUniversityofHongKong,Shatin,HongKong Theseries“AdvancesinIntelligentSystemsandComputing”containspublications on theory, applications, and design methods of Intelligent Systems and Intelligent Computing.Virtuallyalldisciplinessuchasengineering,naturalsciences,computer and information science, ICT, economics, business, e-commerce, environment, healthcare,lifesciencearecovered.Thelistoftopicsspansalltheareasofmodern intelligentsystemsandcomputingsuchas:computationalintelligence,softcomput- ingincludingneuralnetworks,fuzzysystems,evolutionarycomputingandthefusion oftheseparadigms,socialintelligence,ambientintelligence,computationalneuro- science, artificial life, virtual worlds and society, cognitive science and systems, Perception and Vision, DNA and immune based systems, self-organizing and adaptive systems, e-Learning and teaching, human-centered and human-centric computing, recommender systems, intelligent control, robotics and mechatronics including human-machine teaming, knowledge-based paradigms, learning para- digms,machineethics,intelligentdataanalysis,knowledgemanagement,intelligent agents, intelligent decision making and support, intelligent network security, trust management,interactiveentertainment,Webintelligenceandmultimedia. The publications within “Advances in Intelligent Systems and Computing” are primarily proceedings of important conferences, symposia and congresses. They cover significant recent developments in the field, both of a foundational and applicable character. An important characteristic feature of the series is the short publication time and world-wide distribution. This permits a rapid and broad disseminationofresearchresults. IndexedbyDBLP,EICompendex,INSPEC,WTIFrankfurteG,zbMATH,Japanese ScienceandTechnologyAgency(JST). AllbookspublishedintheseriesaresubmittedforconsiderationinWebofScience. Moreinformationaboutthisseriesathttp://www.springer.com/series/11156 · · Aboul Ella Hassanien Siddhartha Bhattacharyya · · Satyajit Chakrabati Abhishek Bhattacharya Soumi Dutta Editors Emerging Technologies in Data Mining and Information Security Proceedings of IEMIS 2020, Volume 1 Editors AboulEllaHassanien SiddharthaBhattacharyya FacultyofComputersandInformation RajnagarMahavidyalaya Technology Birbhum,India CairoUniversity Giza,Egypt AbhishekBhattacharya InstituteofEngineeringandManagement SatyajitChakrabati Kolkata,WestBengal,India InstituteofEngineeringandManagement Kolkata,WestBengal,India SoumiDutta InstituteofEngineeringandManagement Kolkata,WestBengal,India ISSN2194-5357 ISSN2194-5365 (electronic) AdvancesinIntelligentSystemsandComputing ISBN978-981-15-9926-2 ISBN978-981-15-9927-9 (eBook) https://doi.org/10.1007/978-981-15-9927-9 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNature SingaporePteLtd.2021 Thisworkissubjecttocopyright.AllrightsaresolelyandexclusivelylicensedbythePublisher,whether thewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuse ofillustrations,recitation,broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,and transmissionorinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilar ordissimilarmethodologynowknownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsor theeditorsgiveawarranty,expressedorimplied,withrespecttothematerialcontainedhereinorforany errorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictional claimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSingaporePteLtd. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore Preface Thisvolumepresentsproceedingsofthe2ndInternationalConferenceonEmerging TechnologiesinDataMiningandInformationSecurityIEMIS2020,whichtookplace intheInstituteofEngineeringandManagementinKolkata,India,from2ndto4th July2020.Thevolumeappearsintheseries“Advances inIntelligentSystemsand Computing”(AISC)publishedbySpringerNature,oneofthelargestandmostpres- tigiousscientificpublishers,intheserieswhichisoneofthefastestgrowingbook seriesintheirprogramme.AISCismeanttoincludevarioushigh-qualityandtimely publications, primarily conference proceedings of relevant conference, congresses and symposia but also monographs, on the theory, applications and implementa- tionsofbroadlyperceivedmodernintelligentsystemsandintelligentcomputing,in theirmodernunderstanding,i.e.includingtoolsandtechniques ofartificialintelli- gence(AI),computationalintelligence(CI)—whichincludesDataMining,Informa- tion Security, neural networks, fuzzy systems, evolutionary computing, as well as hybrid approaches that synergistically combine these areas—but also topics such as network security, cyber intelligence, multiagent systems, social intelligence, ambient intelligence, Web intelligence, computational neuroscience, artificial life, virtualworldsandsocieties,cognitivescienceandsystems,perceptionandvision, DNAandimmune-basedsystems,self-organizingandadaptivesystems,e-learning andteaching, human-centred and human-centric computing, autonomous robotics, knowledge-based paradigms, learning paradigms, machine ethics, intelligent data analysis, various issues related to network security, big data, security and trust management,tojustmentionafew.Theseareasareattheforefrontofscienceand technology and have been found useful and powerful in a wide variety of disci- plines such as engineering; natural sciences; computer, computation and informa- tion sciences; ICT; economics; business; e-commerce; environment; health care; lifescienceandsocialsciences.TheAISCbookseriesissubmittedforindexingin ISIConferenceProceedingsCitationIndex(nowrunbyClarivate),EICompendex, DBLP, SCOPUS, Google Scholar and SpringerLink, and many other indexing servicesaroundtheworld.IEMIS2020isanannualconferenceseriesorganizedat theSchoolofInformationTechnology,undertheaegisoftheInstituteofEngineering andManagement.Itsideacamefromtheheritageoftheothertwocyclesofevents: v vi Preface IEMCONandUEMCON,whichwereorganizedbytheInstituteofEngineeringand ManagementundertheleadershipofProf.(Dr.)SatyajitChakraborty. Inthisvolumeof“AdvancesinIntelligentSystemsandComputing”,wewouldlike topresenttheresultsofstudiesonselectedproblemsofDataMiningandInformation Security. Security implementation is the contemporary answer to new challenges in the threat evaluation of complex systems. The security approach in theory and engineeringofcomplexsystems(notonlycomputersystemsandnetworks)isbased on a multidisciplinary attitude to Information theory, technology and maintenance of the systems working in real (and very often unfriendly) environments. Such a transformationhasshapednaturalevolutioninthetopicalrangeofsubsequentIEMIS conferences,whichcanbeseenovertherecentyears.Humanfactorslikewiseinfest the best digital dangers. This book will be of extraordinary incentive to a huge assortmentofexperts,scientistsandunderstudiesconcentratingonthehumanpart oftheinternetandforthecompellingassessmentofsafetyefforts,interfaces,client- focusedoutlineandplanforuniquepopulaces,especiallytheelderly.Wetrustthis bookisinstructiveyetmuchmorethanitisprovocative.Wetrustitmoves,driving per user to examine different inquiries, applications and potential arrangements in makingshelteredandsecureplansforall. The Programme Committee of the IEMIS2020 Conference, its organizers and theeditorsoftheseproceedingswouldliketogratefullyacknowledgetheparticipa- tionofallreviewerswhohelpedtorefinethecontentsofthisvolumeandevaluated conferencesubmissions.OurthanksgotoProfDr.ZdzisławPólkowski,Dr.Sushmita Mitra, Dr. Pabitra Mitra, Dr. Indrajit Bhattacharya, Dr. Siddhartha Bhattacharyya, Dr.CeliaShahnaz,Mr.AbhijanBhattacharyya,Dr.VincenzoPiuri,Dr.SupavadeeAr- amvith,Dr.ThinagaranPerumal,Dr.AsitKumarDas,Prof.TanupriyaChoudhury, Dr.ShaikhFattahandtoourallsessionchairs. ThankingalltheauthorswhohavechosenIEMIS2020asthepublicationplatform for their research, we would like to express our hope that their papers will help in furtherdevelopmentsinthedesignandanalysisofengineeringaspectsofcomplex systems, being a valuable source material for scientists, researchers, practitioners andstudentswhoworkintheseareas. Giza,Egypt AboulEllaHassanien Birbhum,India SiddharthaBhattacharyya Kolkata,India SatyajitChakrabati Kolkata,India AbhishekBhattacharya Kolkata,India SoumiDutta Contents ComputationalIntelligence MathematicalModellingandAnalysisofWaltersLiquidMotion withBrownianDiffusion .......................................... 3 DebasishDey ModellingofTwo-PhaseFluidFlowOveraStretchingSheet andItsNumericalInvestigation .................................... 15 DebasishDeyandBarbieChutia BoundaryLayerFlowandItsDualSolutionsOveraStretching Cylinder:StabilityAnalysis ....................................... 27 DebasishDey,RupjyotiBorah,andBhagyashreeMahanta TowardsaConceptualModellingofOntologies ...................... 39 ChhiteeshRai,AnimeshSivastava,SanjuTiwari,andKumarAbhishek MathematicalModellingofPowerLawFluidFlowThrough aPipeandItsRheology ........................................... 47 DebasishDeyandBhagyashreeMahanta NeurolncRNA:ADatabaseofLncRNAsAssociatedwithHuman NeurodegenerativeDiseases ....................................... 57 AniruddhaBiswas, AisheeDe, KumareshSingha, andAngshumanBagchi AffectiveStateAnalysisThroughVisualandThermalImage Sequences ....................................................... 65 SatyajitNayak, VivekSharma, SujitKumarPanda, andSatarupaUttarkabat AnEnsembleDeepLearningMethodforDiabetesMellitus ........... 75 N.KomalKumar, D.Vigneswari, RahulJ.Reynold, JojoJosy, andJerinC.Prince vii viii Contents MemoryFluidFlowPastaVerticalCircularCylinderandIts EnergyTransfer .................................................. 85 DebasishDey,AshimJyotiBaruah,andRupjyotiBorah AComparativeStudyonFinancialMarketForecastingUsing AI:ACaseStudyonNIFTY ....................................... 95 BhaskarMondal, OmPatra, AshutoshSatapathy, andSoumyaRanjanBehera Hydromagnetic OscillatoryCouetteFlowofaVisco-Elastic FluidwithDustinaChannelwithRadiativeHeat ................... 105 HridiRanjanDeb HardExudatesDetection:AReview ................................ 117 SatyaBhushanVermaandAbhayKumarYadav AnalysisofVisco-elasticFluidFlowOveranInclinedCylinder: ANumericalApproach ........................................... 125 ArdhenduSekharKhound,DebasishDey,andRupjyotiBorah ConvolutionNeuralNetwork-DrivenComputerVisionSystem forIdentificationofMetanilYellowAdulterationinTurmeric Powder .......................................................... 137 DipankarMandal,ArpitamChatterjee,andBipanTudu IdentificationofBiologicallyRelevantBiclustersfromGene ExpressionDatasetofDuchenneMuscularDystrophy(DMD) DiseaseUsingElephantSwarmWaterSearchAlgorithm ............. 147 JoyAdhikaryandSriyankarAcharyya ShadowDetectionUsingDenseUNet ................................ 159 SatyajeetSingh,SandeepYadav,AntoreepJana,andSebaSusan MapMergingforanAutonomousMulti-roboticSystem .............. 169 ArnabMandalandChintanK.Mandal OnSomeBasicGraphInvariantsofUnitaryAdditionCayley GraphofGaussianIntegersModulon .............................. 179 JoyRoyandKuntalaPatra ABriefSurveyofTokenCuratedRegistries ......................... 189 JaspreetKaurandB.Visveswaraiah Comparative Study of Effective Augmentation Method forBanglaASRUsingConvolutionalNeuralNetwork ................ 203 Md.RaffaelMaruf,Md.OmarFaruque,Md.GolamMuhtasim, NazmunNaharNelima,SalmanMahmood,andMd.MaiunUddinRiad ANovelHumanActivityRecognitionStrategyUsingExtreme LearningMachineAlgorithmforSmartHealth ..................... 215 DipanwitaThakurandSuparnaBiswas Contents ix RankingCountriesbyPerceptionofIndigenousCompanies: ASocialMediaRankMetric ....................................... 223 SaphalPatro,TejasvinGoyal,VikkyAnand,andN.Jayanthi AIDE—AIandIoT-EnabledHomeAutomationforDisabled andElderly ...................................................... 233 SunitaSahu,SmrutiKshirsagar,SrushtiSachdev,NavjyotSingh, andAnushkaTiwari Synthesizing Uniform Concentric Circular Array Antenna for Minimized Sidelobes Using Teaching–Learning-Based OptimizationAlgorithm ........................................... 243 KailashPatiDuttaandGautamKumarMahanti Comparing Performance of Ensemble-Based Machine LearningAlgorithmstoIdentifyPotentialObesityRiskFactors fromPublicHealthDatasets ....................................... 253 AyanChatterjee, MartinW.Gerdes, AndreasPrinz, andSantiagoG.Martinez KrylovSubspaceMethodUsingQuantumComputing ............... 271 VidushiJainandYogeshNagor An IoT-Based Cryptographic Algorithm: Mapping theCredentialsforMicro-applicationinSingleColumn .............. 281 KishoreKumar,SubhranilSom,SarveshTanwar,andShishirKumar IdentificationofDiseaseCriticalGenesinPreeclampsiaUsing SquirrelSearchAlgorithm ........................................ 289 MohiteshChAgarwal,BiswajitJana,andSriyankarAcharyya AnApproachforBengaliNewsHeadlineClassificationUsing LSTM ........................................................... 299 Md.RafiuzzamanBhuiyan, MumenunnessaKeya, AbuKaisarMohammadMasum, SyedAkhterHossain, andSheikhAbujar ArtisticNaturalImagesGenerationUsingNeuralStyleTransfer ...... 309 AtiqulIslamChowdhury,FairuzShadmaniShishir,AshrafulIslam, EshtiakAhmed,andMohammadMasudurRahman Routh-HurwitzCriterionforStability:AnOverviewandIts Implementation on Characteristic Equation Vectors Using MATLAB ........................................................ 319 AseemPatil PathFindingAlgorithms .......................................... 331 D.D.V.SaiAshish, SakshiMunjal, MayankMani, andSarthakSrivastava
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